tf.compat.v1.summary.tensor_summary
Outputs a Summary protocol buffer with a serialized tensor.proto.
tf.compat.v1.summary.tensor_summary(
name, tensor, summary_description=None, collections=None, summary_metadata=None,
family=None, display_name=None
)
| Args | |
|---|---|
name |
A name for the generated node. If display_name is not set, it will also serve as the tag name in TensorBoard. (In that case, the tag name will inherit tf name scopes.) |
tensor |
A tensor of any type and shape to serialize. |
summary_description |
A long description of the summary sequence. Markdown is supported. |
collections |
Optional list of graph collections keys. The new summary op is added to these collections. Defaults to [GraphKeys.SUMMARIES]. |
summary_metadata |
Optional SummaryMetadata proto (which describes which plugins may use the summary value). |
family |
Optional; if provided, used as the prefix of the summary tag, which controls the name used for display on TensorBoard when display_name is not set. |
display_name |
A string used to name this data in TensorBoard. If this is not set, then the node name will be used instead. |
| Returns | |
|---|---|
A scalar Tensor of type string. The serialized Summary protocol buffer. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/compat/v1/summary/tensor_summary